CONTENTS Applied Intelligent Systems 1. Case based reasoning in intelligent geographic information systems for the management of logistics projects S L Belyakov, A V Bozhenyuk, M L Belyakova and S A Zubkov…...…………………………..……….1-10 2. On possible methods for solving the problem of reconstructing the matrix of distances between DNA strings B Melnikov and M Trenina……………………………………………………………………………..…11-20 3. Methodology to design management accounting information systems S Mkrtychev.…………………………………………………………………………………...………….21-28 4. Incorporation of Duality into the Computational Processes of Neural Network Decision-Making Components within Mobile Robotic Systems M Makarov………………………………………………………………………………………………...29-37 5. Identifying the most critical trajectory of the spread of a social engineering attack between two users A O Khlobystova, M V Abramov and A L Tulupyev…………………………………………………….38-43 6. Approach to translation of RDF/OWL-ontology to the graphic knowledge base of intelligent systems A Filippov, V Moshkin, A Namestnikov, G Guskov and M Samokhvalov…………… ……………….44-49 7. Intelligent Instrumentation for Opinion Mining in Social Media N Yarushkina, A Filippov, V Moshkin, G Guskov and A Romanov……………………………………...50-55 8. Changing the information system’s protection level from social engineering attacks, in case of reorganizing the information system’s users’ structure A A Azarov, A V Suvorova and T V Tulupyeva.…………………………………………………………56-62 9. Exploring Bayesian belief network for risky behavior modelling: discretization and latent variables A Suvorova…………………………………………………………………….……………………….….63-70 10. Neural net Decision Support System for Hand-written Author Identifications A Ermolenko………………………………………………………………………………………….…...71-78 11. Software interfaces for interaction of intelligent fuzzy and neuro-fuzzy models in an end-point software risk- management system A V Senkov and Yu A Senkova.…………………………………………………………...……………..79-86 12. The technique of structuring social network graphs for visual analysis of user groups to counter inappropriate, dubious and harmful information M Kalameyets, A Chechulin and I Kotenko………………………………………………………………87-95 13. Neural network approximation precision change analysis on cryptocurrency price prediction A Misnik, S Krutalevich, S Prakapenka, P Borovykh, M Vasiliev…….………………………….…….96-101 14. Financial sustainability evaluation of higher education institutions using “compatible” cognitive maps Y A Fedulov, V V Borisov and A S Fedulov………………………………………………………….102-108 15. Algebraic Bayesian networks: consistent fusion of partially intersected knowledge systems A Tulupyev, N Kharitonov and A Zolotin ……………………………..………………………………109-115 16. Neuro-fuzzy models in tasks of intelligent data processing for detection and counteraction of inappropriate, dubious and harmful information I V Kotenko, I B Parashchuk and T K Omar………………………………………………………..…..116-125 17. An Approach for Prediction of User Emotions Based on ANFIS in Social Networks A N Averkin, G Pilato and S A Yarushev…………………………...………………………………….126-130 Intelligent Systems in the industry 18. Methodological basics of creating intelligent quality management systems in mechanical engineering G Burdo..………………………………………………………………………………………………..131-140 19. Modeling of communication processes in information systems G P Vinogradov and A A Prokhorov………………………………………………………………….141-149 20. Modeling of digital manufacturing of electronics production and product quality assurance G I Korshunov and A A Petrushevskaya…………………………………………………….………..150-159 21. The use of neural networks for testing and failure analysis of electronic devices R V Girin and S P Orlov………………………………………………………………………..……..160-167 22. Adaptive neural network based control of balancing robot in real time mode A I Glushchenko, V A Petrov and K A Lastochkin.…………………………………………………..168-178 23. About Fuzzy Management of the Safety of the Process of Oxidative Pyrolysis G N Sanaeva, A E Prorokov, D P Vent, N Yu Mutovkina and V N Bogatikov………………………..179-187 24. Metaheuristic algorithms for identification of the convection velocity in the convection-diffusion transport model A V Tsyganov, Yu V Tsyganova, A N Kuvshinova and H R Tapia Garza………………… ……….188-196 25. Uncertainty Evaluation in the Expert System of Evolutionary Management of a Multistage Technological Process B V Paliukh, A N Vetrov and I I Emelyanova……………………………………………………….....197-202 26. Reducing the power consumption of sensor nodes in a wireless sensor network S Elyagin and V Dementiev…………………………………………………………………….………203-210 27. Method of operational monitoring of technical condition of elements of multiservice communication network on the basis of hierarchical fuzzy inference S A Аgeev, A A Gladkikh, D V Mishin and A A Privalov ………………...………….…………...…..211-221 28. Fuzzy reliability model of systems for decision support in technical diagnostics E A Gavriliuk and S A Mantserov………………………………………………………………………222-234 29. An Approach to Improve the Architecture of ART-2 Artificial Neural Network Based on Multi-Level Memory D G Bukhanov and V M Polyakov.……………………………………………………………………..235-242 30. Monitoring and controlling the execution of the sea cargo port operation’s schedule based on multi-agent technologies O Vasileva and V Kiyaev.………………………………………………………………………….…...243-248 Semantic technologies in design 31. Computational Model to Quantify Object Innovativeness V K Ivanov………………………………………………………………………………………….…..249-258 32. The Method of fuzzy analysis of texts and their rubrics actualization V V Borisov, M I Dli and P Yu Kozlov………………………………………………………………..259-263 33. Features of the cognitive agent architecture on the basis of behavioral act modeling S V Astanin and N K Zhukovsky.……………………………………………………….……………264-275 34. Methods and means of intellectual system of analysis of design solutions and training of designer A N Afanasyev and S I Brigadnov………………………………………..……………………….…..276-283 35. How top-level ontology can help in analyses of workflow modeling I G Fiodorov, A N Sotnikov and Yu.F Telnov.………………………………………………………284-294 36. Research prototype of tool support of information technology of functional hybrid intelligent systems with a heterogeneous visual field A V Kolesnikov, S V Listopad and F G Maitakov..……………………………………………………295-304 37. Conceptual-visual metalanguage of hybrid intelligent systems A V Kolesnikov, S V Listopad and F G Maitakov…………………………………………………….305-313 38. The Tasks of Observation, Measurement and Evaluation in Intelligent Active Systems N Yu Mutovkina………………………………………………………………………………………..314-323 39. Specifications of Fuzzy Concepts with Evaluative Meaning in a Project Ontology during a Design of a System with Software P Sosnin, E Sosnina and A Kulikova…………………………………………………………………..324-332 40. The possibilities of intelligent learning environments for inclusive distance education N N Belukhina, D S Kanev and T M Egorova.………………………………………………………..333-341 41. Building the knowledge base of the question-answer system based on the syntagmatic analysis of the text A Zarubin and A Koval………………………………………………………………………….……..342-347 42. Development of Precedents Searching Methods Based on Decision Trees I I Astahova, M V Fomina and V N Shcherbakova…………………………………..……………….348-354 43. Semantic features of processing hybrid dynamic workflows of design A N Afanasyev, N N Voit and S Yu Kirillov…………………………………………………………..355-365 44. Multimodel method of rubriсating the unstructured electronic text documents M I Dli, O V Bulygina and P Yu Kozlov………………………………………………………………366-372 Data Mining 45. A model for assessing the development of the economy of the "future cities" based on the regression data parameter Constructive Coste Model O O Komarevtseva………………………………………………………………………….…………..373-380 46. Identification and adaptive control based Hopfield neural networks M V Burakov……………………………………………………………………………………………381-394 47. Migration to graph data structures for Big Data analysis in causal model of personal curricula S Y Petrova.……………………………………………………………………………………………..395-403 48. Video- Application of fuzzy logic elements under the moisture supply evaluation in the plant-soil-air system V V Alekseev and S A Vasiliev.…………………………………………………………………………....404- 409 49. Solving of logic functions systems using genetic algorithm V G Kurbanov and M V Burakov…………………………………………………………………..…..410-417 50. Decision support systems for information protection in the management of the information network G I Korshunov, V A Lipatnikov and A A Shevchenko………………………………………..………..418-426 51. Fuzzy classification of technical condition at life cycle stages of responsible appointment systems G I Korshunov, S A Nazarevich and V A Smirnov.…………………………………….………………427-437 52. The neural network image captioning model based on adversarial training K P Korshunova…………………………………………………………………………………………438-444 53. Application of The Clustering In Software Development Analysis T Afanasieva and I Sibirev.……………………………………………………………………..………445-454 54. Intelligent time series forecasting system V V Borisov, P I Komarov and V S Luferov……………………………………………….…………..455-461 55. Using mathematical modeling of time series for forecasting taxi service orders amount N A Andriyanov and V A Sonin………………………………………………………………………462-472 56. New combined array information UD algorithm of the Kalman filter based channel estimation for OFDM data transmission I V Semushin, Yu V Tsyganova, V V Ugarov and A V Tsyganov .…………………………………..473-482 57. Extraction and Forecasting Time Series Of Production Processes A Romanov, E Egov, I Moshkina, and I Dyakov.……………………………………………………....483-489 58. Basic Algorithms of the Rule of Inference for a Logical-Type Systems with Many Fuzzy Inputs V G Sinuk and M V Panchenko……………………………………………………………..………...490-501 59. Fuzzy cognitive map of pre-emergency prediction M Yu Micheev, O V Prokofiev and A E Savochkin………………………………………..…………..502-509 60. Physically structured sequential data modeling: integration of qualitative and quantitative research I Semushin and Yu V Tsyganova…………………………………………………………..…………510-518 61. Using a neural network to select methods for predicting time series in a hybrid combined model D V Yashin.………………………………………………………………..…………………………519-526